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<div class="subTitle">org.apache.commons.math3.optim.nonlinear.vector</div>
<h2 title="Class MultiStartMultivariateVectorOptimizer" class="title">Class MultiStartMultivariateVectorOptimizer</h2>
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<li><a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html" title="class in org.apache.commons.math3.optim">org.apache.commons.math3.optim.BaseOptimizer</a>&lt;PAIR&gt;</li>
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<ul class="inheritance">
<li><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">org.apache.commons.math3.optim.BaseMultivariateOptimizer</a>&lt;PAIR&gt;</li>
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<ul class="inheritance">
<li><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">org.apache.commons.math3.optim.BaseMultiStartMultivariateOptimizer</a>&lt;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&gt;</li>
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<ul class="inheritance">
<li>org.apache.commons.math3.optim.nonlinear.vector.MultiStartMultivariateVectorOptimizer</li>
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<div class="block"><strong>Deprecated.</strong></div>
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<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a>
public class <span class="strong">MultiStartMultivariateVectorOptimizer</span>
extends <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultiStartMultivariateOptimizer</a>&lt;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&gt;</pre>
<div class="block">Multi-start optimizer for a (vector) model function.

 This class wraps an optimizer in order to use it several times in
 turn with different starting points (trying to avoid being trapped
 in a local extremum when looking for a global one).</div>
<dl><dt><span class="strong">Since:</span></dt>
  <dd>3.0</dd></dl>
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<h3>Fields inherited from class&nbsp;org.apache.commons.math3.optim.<a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html" title="class in org.apache.commons.math3.optim">BaseOptimizer</a></h3>
<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#evaluations">evaluations</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#iterations">iterations</a></code></li>
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<caption><span>Constructors</span><span class="tabEnd">&nbsp;</span></caption>
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<th class="colOne" scope="col">Constructor and Description</th>
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<tr class="altColor">
<td class="colOne"><code><strong><a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultiStartMultivariateVectorOptimizer.html#MultiStartMultivariateVectorOptimizer(org.apache.commons.math3.optim.nonlinear.vector.MultivariateVectorOptimizer,%20int,%20org.apache.commons.math3.random.RandomVectorGenerator)">MultiStartMultivariateVectorOptimizer</a></strong>(<a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultivariateVectorOptimizer.html" title="class in org.apache.commons.math3.optim.nonlinear.vector">MultivariateVectorOptimizer</a>&nbsp;optimizer,
                                     int&nbsp;starts,
                                     <a href="../../../../../../../org/apache/commons/math3/random/RandomVectorGenerator.html" title="interface in org.apache.commons.math3.random">RandomVectorGenerator</a>&nbsp;generator)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Create a multi-start optimizer from a single-start optimizer.</div>
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<caption><span>Methods</span><span class="tabEnd">&nbsp;</span></caption>
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<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
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<td class="colFirst"><code>protected void</code></td>
<td class="colLast"><code><strong><a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultiStartMultivariateVectorOptimizer.html#clear()">clear</a></strong>()</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Method that will called in order to clear all stored optima.</div>
</td>
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<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>[]</code></td>
<td class="colLast"><code><strong><a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultiStartMultivariateVectorOptimizer.html#getOptima()">getOptima</a></strong>()</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Gets all the optima found during the last call to <code>optimize</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>protected void</code></td>
<td class="colLast"><code><strong><a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultiStartMultivariateVectorOptimizer.html#store(org.apache.commons.math3.optim.PointVectorValuePair)">store</a></strong>(<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&nbsp;optimum)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Method that will be called in order to store each found optimum.</div>
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<h3>Methods inherited from class&nbsp;org.apache.commons.math3.optim.<a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultiStartMultivariateOptimizer</a></h3>
<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#doOptimize()">doOptimize</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#getEvaluations()">getEvaluations</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#optimize(org.apache.commons.math3.optim.OptimizationData...)">optimize</a></code></li>
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<h3>Methods inherited from class&nbsp;org.apache.commons.math3.optim.<a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultivariateOptimizer</a></h3>
<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html#getLowerBound()">getLowerBound</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html#getStartPoint()">getStartPoint</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html#getUpperBound()">getUpperBound</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseMultivariateOptimizer.html#parseOptimizationData(org.apache.commons.math3.optim.OptimizationData...)">parseOptimizationData</a></code></li>
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<h3>Methods inherited from class&nbsp;org.apache.commons.math3.optim.<a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html" title="class in org.apache.commons.math3.optim">BaseOptimizer</a></h3>
<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#getConvergenceChecker()">getConvergenceChecker</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#getIterations()">getIterations</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#getMaxEvaluations()">getMaxEvaluations</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#getMaxIterations()">getMaxIterations</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#incrementEvaluationCount()">incrementEvaluationCount</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#incrementIterationCount()">incrementIterationCount</a>, <a href="../../../../../../../org/apache/commons/math3/optim/BaseOptimizer.html#optimize()">optimize</a></code></li>
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<h3>Methods inherited from class&nbsp;java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3>
<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long,%20int)" title="class or interface in java.lang">wait</a></code></li>
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<h3>Constructor Detail</h3>
<a name="MultiStartMultivariateVectorOptimizer(org.apache.commons.math3.optim.nonlinear.vector.MultivariateVectorOptimizer, int, org.apache.commons.math3.random.RandomVectorGenerator)">
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<h4>MultiStartMultivariateVectorOptimizer</h4>
<pre>public&nbsp;MultiStartMultivariateVectorOptimizer(<a href="../../../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultivariateVectorOptimizer.html" title="class in org.apache.commons.math3.optim.nonlinear.vector">MultivariateVectorOptimizer</a>&nbsp;optimizer,
                                     int&nbsp;starts,
                                     <a href="../../../../../../../org/apache/commons/math3/random/RandomVectorGenerator.html" title="interface in org.apache.commons.math3.random">RandomVectorGenerator</a>&nbsp;generator)
                                      throws <a href="../../../../../../../org/apache/commons/math3/exception/NullArgumentException.html" title="class in org.apache.commons.math3.exception">NullArgumentException</a>,
                                             <a href="../../../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html" title="class in org.apache.commons.math3.exception">NotStrictlyPositiveException</a></pre>
<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
<div class="block">Create a multi-start optimizer from a single-start optimizer.</div>
<dl><dt><span class="strong">Parameters:</span></dt><dd><code>optimizer</code> - Single-start optimizer to wrap.</dd><dd><code>starts</code> - Number of starts to perform.
 If <code>starts == 1</code>, the result will be same as if <code>optimizer</code>
 is called directly.</dd><dd><code>generator</code> - Random vector generator to use for restarts.</dd>
<dt><span class="strong">Throws:</span></dt>
<dd><code><a href="../../../../../../../org/apache/commons/math3/exception/NullArgumentException.html" title="class in org.apache.commons.math3.exception">NullArgumentException</a></code> - if <code>optimizer</code> or <code>generator</code>
 is <code>null</code>.</dd>
<dd><code><a href="../../../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html" title="class in org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> - if <code>starts &lt; 1</code>.</dd></dl>
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<h3>Method Detail</h3>
<a name="getOptima()">
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<h4>getOptima</h4>
<pre>public&nbsp;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>[]&nbsp;getOptima()</pre>
<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
<div class="block">Gets all the optima found during the last call to <code>optimize</code>.
 The optimizer stores all the optima found during a set of
 restarts. The <code>optimize</code> method returns the best point only.
 This method returns all the points found at the end of each starts,
 including the best one already returned by the <code>optimize</code> method.
 <br/>
 The returned array as one element for each start as specified
 in the constructor. It is ordered with the results from the
 runs that did converge first, sorted from best to worst
 objective value (i.e in ascending order if minimizing and in
 descending order if maximizing), followed by <code>null</code> elements
 corresponding to the runs that did not converge. This means all
 elements will be <code>null</code> if the <code>optimize</code> method did throw
 an exception.
 This also means that if the first element is not <code>null</code>, it is
 the best point found across all starts.
 <br/>
 The behaviour is undefined if this method is called before
 <code>optimize</code>; it will likely throw <code>NullPointerException</code>.</div>
<dl>
<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#getOptima()">getOptima</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultiStartMultivariateOptimizer</a>&lt;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&gt;</code></dd>
<dt><span class="strong">Returns:</span></dt><dd>an array containing the optima sorted from best to worst.</dd></dl>
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<h4>store</h4>
<pre>protected&nbsp;void&nbsp;store(<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&nbsp;optimum)</pre>
<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
<div class="block">Method that will be called in order to store each found optimum.</div>
<dl>
<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#store(PAIR)">store</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultiStartMultivariateOptimizer</a>&lt;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&gt;</code></dd>
<dt><span class="strong">Parameters:</span></dt><dd><code>optimum</code> - Result of an optimization run.</dd></dl>
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<h4>clear</h4>
<pre>protected&nbsp;void&nbsp;clear()</pre>
<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
<div class="block">Method that will called in order to clear all stored optima.</div>
<dl>
<dt><strong>Specified by:</strong></dt>
<dd><code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html#clear()">clear</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../../org/apache/commons/math3/optim/BaseMultiStartMultivariateOptimizer.html" title="class in org.apache.commons.math3.optim">BaseMultiStartMultivariateOptimizer</a>&lt;<a href="../../../../../../../org/apache/commons/math3/optim/PointVectorValuePair.html" title="class in org.apache.commons.math3.optim">PointVectorValuePair</a>&gt;</code></dd>
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